Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 196124 |
| Missing cells | 2963251 |
| Missing cells (%) | 63.0% |
| Duplicate rows | 1730 |
| Duplicate rows (%) | 0.9% |
| Total size in memory | 35.9 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Numeric | 5 |
|---|---|
| Categorical | 4 |
| DateTime | 8 |
| Text | 7 |
| Dataset has 1730 (0.9%) duplicate rows | Duplicates |
assignment_id is highly overall correlated with periodo | High correlation |
nombre_examen is highly overall correlated with particion | High correlation |
nota_final_materia is highly overall correlated with nota_parcial | High correlation |
nota_parcial is highly overall correlated with nota_final_materia | High correlation |
particion is highly overall correlated with nombre_examen | High correlation |
periodo is highly overall correlated with assignment_id | High correlation |
periodo is highly imbalanced (83.2%) | Imbalance |
points_possible is highly imbalanced (97.5%) | Imbalance |
fecha_mesa_epoch has 189114 (96.4%) missing values | Missing |
nombre_examen has 189114 (96.4%) missing values | Missing |
nota_parcial has 189114 (96.4%) missing values | Missing |
assignment_id has 170063 (86.7%) missing values | Missing |
ass_name has 170063 (86.7%) missing values | Missing |
ass_created_at has 170063 (86.7%) missing values | Missing |
ass_due_at has 170063 (86.7%) missing values | Missing |
ass_unlock_at has 171364 (87.4%) missing values | Missing |
ass_lock_at has 170145 (86.8%) missing values | Missing |
points_possible has 170063 (86.7%) missing values | Missing |
ass_name_sub has 171918 (87.7%) missing values | Missing |
sub_uuid has 171918 (87.7%) missing values | Missing |
score has 172248 (87.8%) missing values | Missing |
submission_type has 171918 (87.7%) missing values | Missing |
s_submitted_at has 171918 (87.7%) missing values | Missing |
s_graded_at has 172247 (87.8%) missing values | Missing |
s_created_at has 171918 (87.7%) missing values | Missing |
particion has 3002 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-13 11:31:40.943854 |
|---|---|
| Analysis finished | 2024-08-13 11:31:47.915126 |
| Duration | 6.97 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
particion
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.663891 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 3002 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 15 |
| median | 31 |
| Q3 | 46 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.625074 |
|---|---|
| Coefficient of variation (CV) | 0.57478269 |
| Kurtosis | -1.2272059 |
| Mean | 30.663891 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.054307488 |
| Sum | 6013925 |
| Variance | 310.64322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57 | 7711 | 3.9% |
| 55 | 4979 | 2.5% |
| 54 | 3711 | 1.9% |
| 56 | 3589 | 1.8% |
| 44 | 3376 | 1.7% |
| 30 | 3373 | 1.7% |
| 21 | 3329 | 1.7% |
| 43 | 3314 | 1.7% |
| 48 | 3309 | 1.7% |
| 29 | 3246 | 1.7% |
| Other values (50) | 156187 |
| Value | Count | Frequency (%) |
| 0 | 3002 | |
| 1 | 3034 | |
| 2 | 3141 | |
| 3 | 3055 | |
| 4 | 3068 | |
| 5 | 3052 | |
| 6 | 3039 | |
| 7 | 3046 | |
| 8 | 3020 | |
| 9 | 3056 |
| Value | Count | Frequency (%) |
| 59 | 2996 | 1.5% |
| 58 | 2996 | 1.5% |
| 57 | 7711 | |
| 56 | 3589 | |
| 55 | 4979 | |
| 54 | 3711 | |
| 53 | 3078 | 1.6% |
| 52 | 3133 | |
| 51 | 3209 | |
| 50 | 3180 |
periodo
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1-2022 | |
|---|---|
| 01-2022 | 7730 |
| 2-2022 | 540 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.0394138 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1184474 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1-2022 |
|---|---|
| 2nd row | 1-2022 |
| 3rd row | 1-2022 |
| 4th row | 1-2022 |
| 5th row | 1-2022 |
Common Values
| Value | Count | Frequency (%) |
| 1-2022 | 187854 | |
| 01-2022 | 7730 | 3.9% |
| 2-2022 | 540 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1-2022 | 187854 | |
| 01-2022 | 7730 | 3.9% |
| 2-2022 | 540 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 588912 | |
| 0 | 203854 | 17.2% |
| - | 196124 | 16.6% |
| 1 | 195584 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1184474 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 588912 | |
| 0 | 203854 | 17.2% |
| - | 196124 | 16.6% |
| 1 | 195584 | 16.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1184474 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 588912 | |
| 0 | 203854 | 17.2% |
| - | 196124 | 16.6% |
| 1 | 195584 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1184474 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 588912 | |
| 0 | 203854 | 17.2% |
| - | 196124 | 16.6% |
| 1 | 195584 | 16.5% |
nota_final_materia
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5467 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 318 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7322749 |
|---|---|
| Coefficient of variation (CV) | 0.22954072 |
| Kurtosis | 0.7335068 |
| Mean | 7.5467 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.78725705 |
| Sum | 1480089 |
| Variance | 3.0007764 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 8 | 46956 | |
| 7 | 39423 | |
| 9 | 38849 | |
| 6 | 25104 | |
| 10 | 23644 | |
| 5 | 11592 | 5.9% |
| 4 | 4519 | 2.3% |
| 3 | 4301 | 2.2% |
| 2 | 1418 | 0.7% |
| 0 | 318 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 318 | 0.2% |
| 2 | 1418 | 0.7% |
| 3 | 4301 | 2.2% |
| 4 | 4519 | 2.3% |
| 5 | 11592 | 5.9% |
| 6 | 25104 | |
| 7 | 39423 | |
| 8 | 46956 | |
| 9 | 38849 | |
| 10 | 23644 |
| Value | Count | Frequency (%) |
| 10 | 23644 | |
| 9 | 38849 | |
| 8 | 46956 | |
| 7 | 39423 | |
| 6 | 25104 | |
| 5 | 11592 | 5.9% |
| 4 | 4519 | 2.3% |
| 3 | 4301 | 2.2% |
| 2 | 1418 | 0.7% |
| 0 | 318 | 0.2% |
fecha_mesa_epoch
Date
MISSING
| Distinct | 125 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 189114 |
| Missing (%) | 96.4% |
| Memory size | 1.5 MiB |
| Minimum | 2022-01-30 21:00:00-03:00 |
|---|---|
| Maximum | 2022-07-22 21:00:00-03:00 |
Histogram with fixed size bins (bins=50)
nombre_examen
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 189114 |
| Missing (%) | 96.4% |
| Memory size | 1.5 MiB |
| SEGUNDO PARCIAL(20) | |
|---|---|
| PRIMER PARCIAL(20) | |
| INTEGRADOR(30) | |
| RECUPERATORIO PRIMER PARCIAL(20) | 242 |
| RECUPERATORIO SEGUNDO PARCIAL(20) | 132 |
Length
| Max length | 33 |
|---|---|
| Median length | 32 |
| Mean length | 19.02097 |
| Min length | 14 |
Characters and Unicode
| Total characters | 133337 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PRIMER PARCIAL(20) |
|---|---|
| 2nd row | SEGUNDO PARCIAL(20) |
| 3rd row | PRIMER PARCIAL(20) |
| 4th row | SEGUNDO PARCIAL(20) |
| 5th row | SEGUNDO PARCIAL(20) |
Common Values
| Value | Count | Frequency (%) |
| SEGUNDO PARCIAL(20) | 3213 | 1.6% |
| PRIMER PARCIAL(20) | 3067 | 1.6% |
| INTEGRADOR(30) | 356 | 0.2% |
| RECUPERATORIO PRIMER PARCIAL(20) | 242 | 0.1% |
| RECUPERATORIO SEGUNDO PARCIAL(20) | 132 | 0.1% |
| (Missing) | 189114 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| parcial(20 | 6654 | |
| segundo | 3345 | |
| primer | 3309 | |
| recuperatorio | 374 | 2.7% |
| integrador(30 | 356 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 15106 | 11.3% |
| A | 14038 | 10.5% |
| I | 10693 | 8.0% |
| P | 10337 | 7.8% |
| E | 7758 | 5.8% |
| 7028 | 5.3% | |
| C | 7028 | 5.3% |
| ) | 7010 | 5.3% |
| ( | 7010 | 5.3% |
| 0 | 7010 | 5.3% |
| Other values (11) | 40319 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 133337 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 15106 | 11.3% |
| A | 14038 | 10.5% |
| I | 10693 | 8.0% |
| P | 10337 | 7.8% |
| E | 7758 | 5.8% |
| 7028 | 5.3% | |
| C | 7028 | 5.3% |
| ) | 7010 | 5.3% |
| ( | 7010 | 5.3% |
| 0 | 7010 | 5.3% |
| Other values (11) | 40319 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 133337 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 15106 | 11.3% |
| A | 14038 | 10.5% |
| I | 10693 | 8.0% |
| P | 10337 | 7.8% |
| E | 7758 | 5.8% |
| 7028 | 5.3% | |
| C | 7028 | 5.3% |
| ) | 7010 | 5.3% |
| ( | 7010 | 5.3% |
| 0 | 7010 | 5.3% |
| Other values (11) | 40319 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 133337 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 15106 | 11.3% |
| A | 14038 | 10.5% |
| I | 10693 | 8.0% |
| P | 10337 | 7.8% |
| E | 7758 | 5.8% |
| 7028 | 5.3% | |
| C | 7028 | 5.3% |
| ) | 7010 | 5.3% |
| ( | 7010 | 5.3% |
| 0 | 7010 | 5.3% |
| Other values (11) | 40319 |
nota_parcial
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 189114 |
| Missing (%) | 96.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1714693 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8232614 |
|---|---|
| Coefficient of variation (CV) | 0.25423819 |
| Kurtosis | -0.3205849 |
| Mean | 7.1714693 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.40054443 |
| Sum | 50272 |
| Variance | 3.3242822 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 7 | 1353 | 0.7% |
| 8 | 1323 | 0.7% |
| 9 | 1231 | 0.6% |
| 6 | 1086 | 0.6% |
| 5 | 789 | 0.4% |
| 10 | 670 | 0.3% |
| 4 | 368 | 0.2% |
| 3 | 143 | 0.1% |
| 2 | 36 | < 0.1% |
| 0 | 7 | < 0.1% |
| (Missing) | 189114 |
| Value | Count | Frequency (%) |
| 0 | 7 | < 0.1% |
| 1 | 4 | < 0.1% |
| 2 | 36 | < 0.1% |
| 3 | 143 | 0.1% |
| 4 | 368 | 0.2% |
| 5 | 789 | |
| 6 | 1086 | |
| 7 | 1353 | |
| 8 | 1323 | |
| 9 | 1231 |
| Value | Count | Frequency (%) |
| 10 | 670 | |
| 9 | 1231 | |
| 8 | 1323 | |
| 7 | 1353 | |
| 6 | 1086 | |
| 5 | 789 | |
| 4 | 368 | 0.2% |
| 3 | 143 | 0.1% |
| 2 | 36 | < 0.1% |
| 1 | 4 | < 0.1% |
assignment_id
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 4239 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 170063 |
| Missing (%) | 86.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 204405.74 |
| Minimum | 191573 |
|---|---|
| Maximum | 228404 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 191573 |
|---|---|
| 5-th percentile | 194619 |
| Q1 | 197229 |
| median | 206604 |
| Q3 | 209619 |
| 95-th percentile | 212050 |
| Maximum | 228404 |
| Range | 36831 |
| Interquartile range (IQR) | 12390 |
Descriptive statistics
| Standard deviation | 6486.5143 |
|---|---|
| Coefficient of variation (CV) | 0.031733522 |
| Kurtosis | -1.1964798 |
| Mean | 204405.74 |
| Median Absolute Deviation (MAD) | 4562 |
| Skewness | -0.29895996 |
| Sum | 5.3270181 × 109 |
| Variance | 42074868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 209612 | 203 | 0.1% |
| 209297 | 195 | 0.1% |
| 209433 | 195 | 0.1% |
| 209334 | 195 | 0.1% |
| 209257 | 195 | 0.1% |
| 206612 | 190 | 0.1% |
| 206615 | 185 | 0.1% |
| 209606 | 182 | 0.1% |
| 206614 | 179 | 0.1% |
| 206613 | 172 | 0.1% |
| Other values (4229) | 24170 | 12.3% |
| (Missing) | 170063 |
| Value | Count | Frequency (%) |
| 191573 | 1 | < 0.1% |
| 191628 | 3 | |
| 191641 | 4 | |
| 191645 | 1 | < 0.1% |
| 191652 | 4 | |
| 191661 | 4 | |
| 191666 | 4 | |
| 191673 | 3 | |
| 191674 | 7 | |
| 191677 | 4 |
| Value | Count | Frequency (%) |
| 228404 | 5 | |
| 228403 | 5 | |
| 228402 | 5 | |
| 228400 | 5 | |
| 227980 | 1 | < 0.1% |
| 227979 | 1 | < 0.1% |
| 227978 | 1 | < 0.1% |
| 227977 | 1 | < 0.1% |
| 226341 | 1 | < 0.1% |
| 226340 | 1 | < 0.1% |
ass_name
Text
MISSING
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 170063 |
| Missing (%) | 86.7% |
| Memory size | 1.5 MiB |
Length
| Max length | 77 |
|---|---|
| Median length | 72 |
| Mean length | 31.850313 |
| Min length | 17 |
Characters and Unicode
| Total characters | 830051 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Actividad Práctica Integradora 1 [API1] |
|---|---|
| 2nd row | Trabajo Práctico 1 [TP1] |
| 3rd row | Trabajo Práctico 1 [TP1] |
| 4th row | Actividad Práctica Integradora 2 [API2] |
| 5th row | Trabajo Práctico 2 [TP2] |
| Value | Count | Frequency (%) |
| trabajo | 13066 | |
| práctico | 13066 | |
| actividad | 12769 | |
| práctica | 12566 | |
| integradora | 12566 | |
| 4 | 6603 | 5.6% |
| 3 | 6396 | 5.4% |
| 2 | 6343 | 5.3% |
| 1 | 6342 | 5.3% |
| tp2 | 3362 | 2.8% |
| Other values (44) | 25851 |
Most occurring characters
| Value | Count | Frequency (%) |
| 93014 | 11.2% | |
| a | 78387 | 9.4% |
| c | 65379 | 7.9% |
| r | 64123 | 7.7% |
| i | 54103 | 6.5% |
| t | 52301 | 6.3% |
| P | 49776 | 6.0% |
| o | 40081 | 4.8% |
| d | 38209 | 4.6% |
| ] | 25935 | 3.1% |
| Other values (50) | 268743 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 830051 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 93014 | 11.2% | |
| a | 78387 | 9.4% |
| c | 65379 | 7.9% |
| r | 64123 | 7.7% |
| i | 54103 | 6.5% |
| t | 52301 | 6.3% |
| P | 49776 | 6.0% |
| o | 40081 | 4.8% |
| d | 38209 | 4.6% |
| ] | 25935 | 3.1% |
| Other values (50) | 268743 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 830051 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 93014 | 11.2% | |
| a | 78387 | 9.4% |
| c | 65379 | 7.9% |
| r | 64123 | 7.7% |
| i | 54103 | 6.5% |
| t | 52301 | 6.3% |
| P | 49776 | 6.0% |
| o | 40081 | 4.8% |
| d | 38209 | 4.6% |
| ] | 25935 | 3.1% |
| Other values (50) | 268743 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 830051 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 93014 | 11.2% | |
| a | 78387 | 9.4% |
| c | 65379 | 7.9% |
| r | 64123 | 7.7% |
| i | 54103 | 6.5% |
| t | 52301 | 6.3% |
| P | 49776 | 6.0% |
| o | 40081 | 4.8% |
| d | 38209 | 4.6% |
| ] | 25935 | 3.1% |
| Other values (50) | 268743 |
ass_created_at
Date
MISSING
| Distinct | 1466 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 170063 |
| Missing (%) | 86.7% |
| Memory size | 1.5 MiB |
| Minimum | 2022-01-24 18:54:42-03:00 |
|---|---|
| Maximum | 2022-07-22 15:00:35-03:00 |
Histogram with fixed size bins (bins=50)
ass_due_at
Date
MISSING
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 170063 |
| Missing (%) | 86.7% |
| Memory size | 1.5 MiB |
| Minimum | 2022-02-09 23:59:59-03:00 |
|---|---|
| Maximum | 2022-11-13 23:59:59-03:00 |
Histogram with fixed size bins (bins=48)
ass_unlock_at
Date
MISSING
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 171364 |
| Missing (%) | 87.4% |
| Memory size | 1.5 MiB |
| Minimum | 2022-01-31 00:00:00-03:00 |
|---|---|
| Maximum | 2022-08-08 00:00:00-03:00 |
Histogram with fixed size bins (bins=6)
ass_lock_at
Date
MISSING
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 170145 |
| Missing (%) | 86.8% |
| Memory size | 1.5 MiB |
| Minimum | 2022-02-09 23:59:59-03:00 |
|---|---|
| Maximum | 2022-11-13 23:59:59-03:00 |
Histogram with fixed size bins (bins=44)
points_possible
Categorical
IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 170063 |
| Missing (%) | 86.7% |
| Memory size | 1.5 MiB |
| 100.0 | |
|---|---|
| 0.0 | 97 |
| 10.0 | 10 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9921722 |
| Min length | 3 |
Characters and Unicode
| Total characters | 130101 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100.0 |
|---|---|
| 2nd row | 100.0 |
| 3rd row | 100.0 |
| 4th row | 100.0 |
| 5th row | 100.0 |
Common Values
| Value | Count | Frequency (%) |
| 100.0 | 25954 | 13.2% |
| 0.0 | 97 | < 0.1% |
| 10.0 | 10 | < 0.1% |
| (Missing) | 170063 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100.0 | 25954 | |
| 0.0 | 97 | 0.4% |
| 10.0 | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 78076 | |
| . | 26061 | 20.0% |
| 1 | 25964 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 130101 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 78076 | |
| . | 26061 | 20.0% |
| 1 | 25964 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 130101 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 78076 | |
| . | 26061 | 20.0% |
| 1 | 25964 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 130101 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 78076 | |
| . | 26061 | 20.0% |
| 1 | 25964 | 20.0% |
ass_name_sub
Text
MISSING
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 171918 |
| Missing (%) | 87.7% |
| Memory size | 1.5 MiB |
Length
| Max length | 85 |
|---|---|
| Median length | 77 |
| Mean length | 32.117781 |
| Min length | 11 |
Characters and Unicode
| Total characters | 777443 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Actividad Práctica Integradora 1 [API1] |
|---|---|
| 2nd row | Trabajo Práctico 1 [TP1] |
| 3rd row | Actividad Práctica Integradora 2 [API2] |
| 4th row | Actividad Práctica Integradora 4 [API4] |
| 5th row | Trabajo Práctico 2 [TP2] |
| Value | Count | Frequency (%) |
| trabajo | 12248 | |
| práctico | 12248 | |
| actividad | 11025 | 9.7% |
| práctica | 10862 | 9.6% |
| integradora | 10362 | 9.2% |
| 3 | 6049 | 5.3% |
| 1 | 5866 | 5.2% |
| 2 | 5662 | 5.0% |
| 4 | 5451 | 4.8% |
| tp2 | 3006 | 2.7% |
| Other values (64) | 30307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 89236 | 11.5% | |
| a | 73498 | 9.5% |
| c | 60571 | 7.8% |
| r | 57451 | 7.4% |
| i | 50255 | 6.5% |
| t | 47787 | 6.1% |
| P | 44467 | 5.7% |
| o | 38259 | 4.9% |
| d | 34664 | 4.5% |
| T | 24632 | 3.2% |
| Other values (48) | 256623 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 777443 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 89236 | 11.5% | |
| a | 73498 | 9.5% |
| c | 60571 | 7.8% |
| r | 57451 | 7.4% |
| i | 50255 | 6.5% |
| t | 47787 | 6.1% |
| P | 44467 | 5.7% |
| o | 38259 | 4.9% |
| d | 34664 | 4.5% |
| T | 24632 | 3.2% |
| Other values (48) | 256623 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 777443 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 89236 | 11.5% | |
| a | 73498 | 9.5% |
| c | 60571 | 7.8% |
| r | 57451 | 7.4% |
| i | 50255 | 6.5% |
| t | 47787 | 6.1% |
| P | 44467 | 5.7% |
| o | 38259 | 4.9% |
| d | 34664 | 4.5% |
| T | 24632 | 3.2% |
| Other values (48) | 256623 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 777443 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 89236 | 11.5% | |
| a | 73498 | 9.5% |
| c | 60571 | 7.8% |
| r | 57451 | 7.4% |
| i | 50255 | 6.5% |
| t | 47787 | 6.1% |
| P | 44467 | 5.7% |
| o | 38259 | 4.9% |
| d | 34664 | 4.5% |
| T | 24632 | 3.2% |
| Other values (48) | 256623 |
sub_uuid
Text
MISSING
| Distinct | 21938 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 171918 |
| Missing (%) | 87.7% |
| Memory size | 1.5 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 871416 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20916 ? |
|---|---|
| Unique (%) | 86.4% |
Sample
| 1st row | ef6fc92b-98da-40de-b440-1990379ee5e1 |
|---|---|
| 2nd row | 8891a347-bd41-4e5b-8c4b-cfea97c52985 |
| 3rd row | 3de31206-90b2-45ee-b40f-f45ee35b3384 |
| 4th row | 7fdbb439-8c7c-4524-ace1-5ac9f61961bc |
| 5th row | 3834fa78-abf7-4ef3-87f5-76315ce1b71e |
| Value | Count | Frequency (%) |
| 02736ae3-000d-488b-8afa-38e7a92862ee | 16 | 0.1% |
| e1f7cafd-27c7-4424-b9c7-fd1f92e6324f | 16 | 0.1% |
| 5c5e98f0-ea0c-4bc8-bc61-d26fcbe59991 | 8 | < 0.1% |
| 2671ee78-8053-47b4-bc99-fe97829de633 | 8 | < 0.1% |
| 4e66c39a-a64f-423f-8e98-863d014dbfe0 | 8 | < 0.1% |
| 561ec816-8ce9-4178-b98c-db9a7f37357b | 8 | < 0.1% |
| cf456655-ae71-45b2-aeaa-26274c74877c | 8 | < 0.1% |
| e448c2e2-4cbe-418a-8d97-91cfc3208a51 | 8 | < 0.1% |
| 9b0ec444-7392-45b1-9971-921db2e229d8 | 8 | < 0.1% |
| 2ae6cdac-1762-49fe-aae5-aed5f9caa8cb | 8 | < 0.1% |
| Other values (21928) | 24110 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 96824 | 11.1% |
| 4 | 69514 | 8.0% |
| a | 51932 | 6.0% |
| b | 51574 | 5.9% |
| 8 | 51259 | 5.9% |
| 9 | 51251 | 5.9% |
| 7 | 45883 | 5.3% |
| 0 | 45603 | 5.2% |
| 1 | 45544 | 5.2% |
| 5 | 45466 | 5.2% |
| Other values (7) | 316566 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 871416 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 96824 | 11.1% |
| 4 | 69514 | 8.0% |
| a | 51932 | 6.0% |
| b | 51574 | 5.9% |
| 8 | 51259 | 5.9% |
| 9 | 51251 | 5.9% |
| 7 | 45883 | 5.3% |
| 0 | 45603 | 5.2% |
| 1 | 45544 | 5.2% |
| 5 | 45466 | 5.2% |
| Other values (7) | 316566 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 871416 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 96824 | 11.1% |
| 4 | 69514 | 8.0% |
| a | 51932 | 6.0% |
| b | 51574 | 5.9% |
| 8 | 51259 | 5.9% |
| 9 | 51251 | 5.9% |
| 7 | 45883 | 5.3% |
| 0 | 45603 | 5.2% |
| 1 | 45544 | 5.2% |
| 5 | 45466 | 5.2% |
| Other values (7) | 316566 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 871416 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 96824 | 11.1% |
| 4 | 69514 | 8.0% |
| a | 51932 | 6.0% |
| b | 51574 | 5.9% |
| 8 | 51259 | 5.9% |
| 9 | 51251 | 5.9% |
| 7 | 45883 | 5.3% |
| 0 | 45603 | 5.2% |
| 1 | 45544 | 5.2% |
| 5 | 45466 | 5.2% |
| Other values (7) | 316566 |
score
Real number (ℝ)
MISSING
| Distinct | 591 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 172248 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.159968 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 238 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 75 |
| median | 88.333333 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 18.254782 |
|---|---|
| Coefficient of variation (CV) | 0.21690576 |
| Kurtosis | 4.3185999 |
| Mean | 84.159968 |
| Median Absolute Deviation (MAD) | 11.666667 |
| Skewness | -1.7285781 |
| Sum | 2009403.4 |
| Variance | 333.23705 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 8688 | 4.4% |
| 80 | 1451 | 0.7% |
| 90 | 1431 | 0.7% |
| 70 | 1110 | 0.6% |
| 75 | 945 | 0.5% |
| 85 | 879 | 0.4% |
| 95 | 617 | 0.3% |
| 60 | 446 | 0.2% |
| 87.5 | 382 | 0.2% |
| 65 | 343 | 0.2% |
| Other values (581) | 7584 | 3.9% |
| (Missing) | 172248 |
| Value | Count | Frequency (%) |
| 0 | 238 | |
| 1 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 4 | < 0.1% |
| 5.3 | 1 | < 0.1% |
| 5.6 | 2 | < 0.1% |
| 6.25 | 1 | < 0.1% |
| 6.3 | 1 | < 0.1% |
| 7.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 8688 | |
| 98.75 | 15 | < 0.1% |
| 98.33333333 | 19 | < 0.1% |
| 98 | 6 | < 0.1% |
| 97.78 | 1 | < 0.1% |
| 97.5 | 53 | < 0.1% |
| 97.08333333 | 5 | < 0.1% |
| 97 | 5 | < 0.1% |
| 96.66666667 | 4 | < 0.1% |
| 96.66666667 | 69 | < 0.1% |
submission_type
Categorical
MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 171918 |
| Missing (%) | 87.7% |
| Memory size | 1.5 MiB |
| external_tool | |
|---|---|
| online_quiz | |
| online_upload | |
| basic_lti_launch | 744 |
| discussion_topic | 51 |
| Other values (2) | 22 |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 12.274106 |
| Min length | 11 |
Characters and Unicode
| Total characters | 297107 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | external_tool |
|---|---|
| 2nd row | online_upload |
| 3rd row | external_tool |
| 4th row | external_tool |
| 5th row | online_upload |
Common Values
| Value | Count | Frequency (%) |
| external_tool | 10191 | 5.2% |
| online_quiz | 10020 | 5.1% |
| online_upload | 3178 | 1.6% |
| basic_lti_launch | 744 | 0.4% |
| discussion_topic | 51 | < 0.1% |
| online_text_entry | 20 | < 0.1% |
| media_recording | 2 | < 0.1% |
| (Missing) | 171918 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| external_tool | 10191 | |
| online_quiz | 10020 | |
| online_upload | 3178 | 13.1% |
| basic_lti_launch | 744 | 3.1% |
| discussion_topic | 51 | 0.2% |
| online_text_entry | 20 | 0.1% |
| media_recording | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 38266 | |
| n | 37444 | |
| o | 36882 | |
| e | 33644 | |
| _ | 24970 | |
| i | 24883 | |
| t | 21237 | |
| a | 14859 | 5.0% |
| u | 13993 | 4.7% |
| r | 10215 | 3.4% |
| Other values (12) | 40714 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 297107 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 38266 | |
| n | 37444 | |
| o | 36882 | |
| e | 33644 | |
| _ | 24970 | |
| i | 24883 | |
| t | 21237 | |
| a | 14859 | 5.0% |
| u | 13993 | 4.7% |
| r | 10215 | 3.4% |
| Other values (12) | 40714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 297107 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 38266 | |
| n | 37444 | |
| o | 36882 | |
| e | 33644 | |
| _ | 24970 | |
| i | 24883 | |
| t | 21237 | |
| a | 14859 | 5.0% |
| u | 13993 | 4.7% |
| r | 10215 | 3.4% |
| Other values (12) | 40714 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 297107 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 38266 | |
| n | 37444 | |
| o | 36882 | |
| e | 33644 | |
| _ | 24970 | |
| i | 24883 | |
| t | 21237 | |
| a | 14859 | 5.0% |
| u | 13993 | 4.7% |
| r | 10215 | 3.4% |
| Other values (12) | 40714 |
s_submitted_at
Date
MISSING
| Distinct | 21812 |
|---|---|
| Distinct (%) | 90.1% |
| Missing | 171918 |
| Missing (%) | 87.7% |
| Memory size | 1.5 MiB |
| Minimum | 2022-01-28 13:52:05-03:00 |
|---|---|
| Maximum | 2022-10-02 23:57:51-03:00 |
Histogram with fixed size bins (bins=50)
s_graded_at
Date
MISSING
| Distinct | 21577 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 172247 |
| Missing (%) | 87.8% |
| Memory size | 1.5 MiB |
| Minimum | 2022-01-28 13:52:05-03:00 |
|---|---|
| Maximum | 2022-10-18 23:52:01-03:00 |
Histogram with fixed size bins (bins=50)
s_created_at
Date
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 171918 |
| Missing (%) | 87.7% |
| Memory size | 1.5 MiB |
| Minimum | 2022-08-01 19:27:07-03:00 |
|---|---|
| Maximum | 2022-10-17 12:21:56-03:00 |
Histogram with fixed size bins (bins=4)
user_uuid
Text
| Distinct | 600 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 7060464 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 13df535e-065c-4593-98ea-5b1e29015b7d |
|---|---|
| 2nd row | 13df535e-065c-4593-98ea-5b1e29015b7d |
| 3rd row | 13df535e-065c-4593-98ea-5b1e29015b7d |
| 4th row | 13df535e-065c-4593-98ea-5b1e29015b7d |
| 5th row | 13df535e-065c-4593-98ea-5b1e29015b7d |
| Value | Count | Frequency (%) |
| 518e8c5f-6632-450b-bcee-518807ff2e9f | 1017 | 0.5% |
| f2dbd20e-13f8-4d5c-b4ee-70b5ed837d5a | 824 | 0.4% |
| ded91bdd-7998-4502-b2cb-9b0081eb3464 | 824 | 0.4% |
| 0f58fa3f-0015-4064-99d9-ad9cb96b8fe6 | 814 | 0.4% |
| 21056e82-1fe6-45a8-a059-a5a6387619c9 | 799 | 0.4% |
| fd3c4db8-cdfe-45e6-84c5-11e4ef5f3926 | 753 | 0.4% |
| 6f171fde-7fb3-48e3-b5c0-e89c23631f1a | 751 | 0.4% |
| e536d715-fb7a-4e0b-8ac8-bb48a4e39c49 | 744 | 0.4% |
| e854aa87-9ce5-4b8b-9399-5e201cbd4c29 | 714 | 0.4% |
| 8caa4b71-4a42-4ad9-ab9f-238fcf328092 | 701 | 0.4% |
| Other values (590) | 188183 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 565460 | 8.0% |
| 8 | 428708 | 6.1% |
| 9 | 424687 | 6.0% |
| b | 414567 | 5.9% |
| a | 407145 | 5.8% |
| 5 | 396733 | 5.6% |
| e | 381774 | 5.4% |
| 6 | 379974 | 5.4% |
| c | 369055 | 5.2% |
| Other values (7) | 2507865 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 565460 | 8.0% |
| 8 | 428708 | 6.1% |
| 9 | 424687 | 6.0% |
| b | 414567 | 5.9% |
| a | 407145 | 5.8% |
| 5 | 396733 | 5.6% |
| e | 381774 | 5.4% |
| 6 | 379974 | 5.4% |
| c | 369055 | 5.2% |
| Other values (7) | 2507865 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 565460 | 8.0% |
| 8 | 428708 | 6.1% |
| 9 | 424687 | 6.0% |
| b | 414567 | 5.9% |
| a | 407145 | 5.8% |
| 5 | 396733 | 5.6% |
| e | 381774 | 5.4% |
| 6 | 379974 | 5.4% |
| c | 369055 | 5.2% |
| Other values (7) | 2507865 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 565460 | 8.0% |
| 8 | 428708 | 6.1% |
| 9 | 424687 | 6.0% |
| b | 414567 | 5.9% |
| a | 407145 | 5.8% |
| 5 | 396733 | 5.6% |
| e | 381774 | 5.4% |
| 6 | 379974 | 5.4% |
| c | 369055 | 5.2% |
| Other values (7) | 2507865 |
course_uuid
Text
| Distinct | 582 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 7060464 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 09614210-fce2-48bc-93e3-bc4bd441fe00 |
|---|---|
| 2nd row | 09614210-fce2-48bc-93e3-bc4bd441fe00 |
| 3rd row | 09614210-fce2-48bc-93e3-bc4bd441fe00 |
| 4th row | 09614210-fce2-48bc-93e3-bc4bd441fe00 |
| 5th row | 09614210-fce2-48bc-93e3-bc4bd441fe00 |
| Value | Count | Frequency (%) |
| 2b274b15-83bb-4629-941e-fdc573af4e0b | 11439 | 5.8% |
| c78af3b4-4574-4a82-8c41-45195ce43384 | 10341 | 5.3% |
| 12bb6bfa-8b01-46a8-8cc2-e0e84785fa1e | 4555 | 2.3% |
| 0034afe6-e996-4c26-b0b9-24dbb9535465 | 3997 | 2.0% |
| 68005d22-90dc-42f6-b90a-409714481cbc | 3537 | 1.8% |
| 06dd5f32-293c-442e-b602-08107eb61ea8 | 3332 | 1.7% |
| 41fc218f-a64e-4633-9efd-62ad28943f04 | 2825 | 1.4% |
| e14f5a9d-992e-4d5f-b9e2-a0c723b4219b | 2823 | 1.4% |
| 9fb5bf9b-b5e3-40ef-b69e-8681fa52cb8d | 2636 | 1.3% |
| d17e238c-c4c6-40d7-8085-801268d6d723 | 2630 | 1.3% |
| Other values (572) | 148009 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 614842 | 8.7% |
| b | 451116 | 6.4% |
| 8 | 426140 | 6.0% |
| 9 | 407611 | 5.8% |
| 2 | 399891 | 5.7% |
| a | 379756 | 5.4% |
| 3 | 378527 | 5.4% |
| c | 371444 | 5.3% |
| e | 366796 | 5.2% |
| Other values (7) | 2479845 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 614842 | 8.7% |
| b | 451116 | 6.4% |
| 8 | 426140 | 6.0% |
| 9 | 407611 | 5.8% |
| 2 | 399891 | 5.7% |
| a | 379756 | 5.4% |
| 3 | 378527 | 5.4% |
| c | 371444 | 5.3% |
| e | 366796 | 5.2% |
| Other values (7) | 2479845 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 614842 | 8.7% |
| b | 451116 | 6.4% |
| 8 | 426140 | 6.0% |
| 9 | 407611 | 5.8% |
| 2 | 399891 | 5.7% |
| a | 379756 | 5.4% |
| 3 | 378527 | 5.4% |
| c | 371444 | 5.3% |
| e | 366796 | 5.2% |
| Other values (7) | 2479845 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7060464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 784496 | 11.1% |
| 4 | 614842 | 8.7% |
| b | 451116 | 6.4% |
| 8 | 426140 | 6.0% |
| 9 | 407611 | 5.8% |
| 2 | 399891 | 5.7% |
| a | 379756 | 5.4% |
| 3 | 378527 | 5.4% |
| c | 371444 | 5.3% |
| e | 366796 | 5.2% |
| Other values (7) | 2479845 |
course_name
Text
| Distinct | 561 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 62 |
|---|---|
| Median length | 46 |
| Mean length | 33.475153 |
| Min length | 19 |
Characters and Unicode
| Total characters | 6565281 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Progressive homogeneous structure |
|---|---|
| 2nd row | Progressive homogeneous structure |
| 3rd row | Progressive homogeneous structure |
| 4th row | Progressive homogeneous structure |
| 5th row | Progressive homogeneous structure |
| Value | Count | Frequency (%) |
| ability | 14129 | 2.3% |
| leadingedge | 12748 | 2.0% |
| non-volatile | 12574 | 2.0% |
| intuitive | 11630 | 1.9% |
| help-desk | 11391 | 1.8% |
| object-based | 10523 | 1.7% |
| radical | 8637 | 1.4% |
| face-to-face | 8219 | 1.3% |
| customizable | 7289 | 1.2% |
| secured | 7094 | 1.1% |
| Other values (303) | 521644 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 803028 | 12.2% |
| t | 524240 | 8.0% |
| i | 494332 | 7.5% |
| a | 459870 | 7.0% |
| 429754 | 6.5% | |
| n | 400188 | 6.1% |
| r | 373787 | 5.7% |
| o | 356666 | 5.4% |
| l | 301868 | 4.6% |
| d | 284837 | 4.3% |
| Other values (44) | 2136711 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6565281 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 803028 | 12.2% |
| t | 524240 | 8.0% |
| i | 494332 | 7.5% |
| a | 459870 | 7.0% |
| 429754 | 6.5% | |
| n | 400188 | 6.1% |
| r | 373787 | 5.7% |
| o | 356666 | 5.4% |
| l | 301868 | 4.6% |
| d | 284837 | 4.3% |
| Other values (44) | 2136711 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6565281 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 803028 | 12.2% |
| t | 524240 | 8.0% |
| i | 494332 | 7.5% |
| a | 459870 | 7.0% |
| 429754 | 6.5% | |
| n | 400188 | 6.1% |
| r | 373787 | 5.7% |
| o | 356666 | 5.4% |
| l | 301868 | 4.6% |
| d | 284837 | 4.3% |
| Other values (44) | 2136711 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6565281 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 803028 | 12.2% |
| t | 524240 | 8.0% |
| i | 494332 | 7.5% |
| a | 459870 | 7.0% |
| 429754 | 6.5% | |
| n | 400188 | 6.1% |
| r | 373787 | 5.7% |
| o | 356666 | 5.4% |
| l | 301868 | 4.6% |
| d | 284837 | 4.3% |
| Other values (44) | 2136711 |
legajo
Text
| Distinct | 601 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1765116 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 834066QFF |
|---|---|
| 2nd row | 834066QFF |
| 3rd row | 834066QFF |
| 4th row | 834066QFF |
| 5th row | 834066QFF |
| Value | Count | Frequency (%) |
| 624097jcn | 1017 | 0.5% |
| 694137gri | 824 | 0.4% |
| 614851wsa | 824 | 0.4% |
| 303555jen | 814 | 0.4% |
| 220932bsh | 799 | 0.4% |
| 108608onk | 753 | 0.4% |
| 372740jai | 751 | 0.4% |
| 210665agt | 744 | 0.4% |
| 262705gps | 714 | 0.4% |
| 329231zku | 701 | 0.4% |
| Other values (591) | 188183 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 131344 | 7.4% |
| 4 | 129245 | 7.3% |
| 3 | 124418 | 7.0% |
| 7 | 119379 | 6.8% |
| 2 | 117948 | 6.7% |
| 1 | 116943 | 6.6% |
| 0 | 116499 | 6.6% |
| 5 | 110387 | 6.3% |
| 8 | 107673 | 6.1% |
| 9 | 102908 | 5.8% |
| Other values (26) | 588372 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1765116 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 131344 | 7.4% |
| 4 | 129245 | 7.3% |
| 3 | 124418 | 7.0% |
| 7 | 119379 | 6.8% |
| 2 | 117948 | 6.7% |
| 1 | 116943 | 6.6% |
| 0 | 116499 | 6.6% |
| 5 | 110387 | 6.3% |
| 8 | 107673 | 6.1% |
| 9 | 102908 | 5.8% |
| Other values (26) | 588372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1765116 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 131344 | 7.4% |
| 4 | 129245 | 7.3% |
| 3 | 124418 | 7.0% |
| 7 | 119379 | 6.8% |
| 2 | 117948 | 6.7% |
| 1 | 116943 | 6.6% |
| 0 | 116499 | 6.6% |
| 5 | 110387 | 6.3% |
| 8 | 107673 | 6.1% |
| 9 | 102908 | 5.8% |
| Other values (26) | 588372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1765116 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 131344 | 7.4% |
| 4 | 129245 | 7.3% |
| 3 | 124418 | 7.0% |
| 7 | 119379 | 6.8% |
| 2 | 117948 | 6.7% |
| 1 | 116943 | 6.6% |
| 0 | 116499 | 6.6% |
| 5 | 110387 | 6.3% |
| 8 | 107673 | 6.1% |
| 9 | 102908 | 5.8% |
| Other values (26) | 588372 |
| assignment_id | nombre_examen | nota_final_materia | nota_parcial | particion | periodo | points_possible | score | submission_type | |
|---|---|---|---|---|---|---|---|---|---|
| assignment_id | 1.000 | 0.218 | -0.034 | -0.003 | 0.318 | 0.843 | 0.327 | -0.020 | 0.296 |
| nombre_examen | 0.218 | 1.000 | 0.159 | 0.112 | 0.515 | 0.000 | 0.059 | 0.151 | 0.142 |
| nota_final_materia | -0.034 | 0.159 | 1.000 | 0.781 | -0.007 | 0.070 | 0.026 | 0.168 | 0.050 |
| nota_parcial | -0.003 | 0.112 | 0.781 | 1.000 | -0.074 | 0.051 | 0.000 | 0.156 | 0.062 |
| particion | 0.318 | 0.515 | -0.007 | -0.074 | 1.000 | 0.023 | 0.061 | -0.233 | 0.231 |
| periodo | 0.843 | 0.000 | 0.070 | 0.051 | 0.023 | 1.000 | 0.001 | 0.028 | 0.099 |
| points_possible | 0.327 | 0.059 | 0.026 | 0.000 | 0.061 | 0.001 | 1.000 | 0.000 | 0.405 |
| score | -0.020 | 0.151 | 0.168 | 0.156 | -0.233 | 0.028 | 0.000 | 1.000 | 0.208 |
| submission_type | 0.296 | 0.142 | 0.050 | 0.062 | 0.231 | 0.099 | 0.405 | 0.208 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| particion | periodo | nota_final_materia | fecha_mesa_epoch | nombre_examen | nota_parcial | assignment_id | ass_name | ass_created_at | ass_due_at | ass_unlock_at | ass_lock_at | points_possible | ass_name_sub | sub_uuid | score | submission_type | s_submitted_at | s_graded_at | s_created_at | user_uuid | course_uuid | course_name | legajo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 1 | 1 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 2 | 2 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 3 | 3 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 4 | 4 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 5 | 5 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 6 | 6 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 7 | 7 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 8 | 8 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| 9 | 9 | 1-2022 | 9.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 13df535e-065c-4593-98ea-5b1e29015b7d | 09614210-fce2-48bc-93e3-bc4bd441fe00 | Progressive homogeneous structure | 834066QFF |
| particion | periodo | nota_final_materia | fecha_mesa_epoch | nombre_examen | nota_parcial | assignment_id | ass_name | ass_created_at | ass_due_at | ass_unlock_at | ass_lock_at | points_possible | ass_name_sub | sub_uuid | score | submission_type | s_submitted_at | s_graded_at | s_created_at | user_uuid | course_uuid | course_name | legajo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 196114 | 50 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196115 | 51 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196116 | 52 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196117 | 53 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196118 | 54 | 1-2022 | 10.0 | NaT | None | NaN | 205727.0 | Trabajo Práctico 4 [TP4] | 2022-03-16 13:26:15-03:00 | 2022-05-26 23:59:59-03:00 | 2022-03-21 00:00:00-03:00 | 2022-05-26 23:59:59-03:00 | 100.0 | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196119 | 55 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196120 | 56 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196121 | 57 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196122 | 58 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
| 196123 | 59 | 1-2022 | 10.0 | NaT | None | NaN | NaN | None | NaT | NaT | NaT | NaT | NaN | None | None | NaN | None | NaT | NaT | NaT | 1f043fbc-2e51-4639-b99a-00e96f86968d | d9cc0ef0-3282-4c10-b2c7-bc231a26ca6a | Customizable hybrid forecast | 398800TRX |
Most frequently occurring
| particion | periodo | nota_final_materia | fecha_mesa_epoch | nombre_examen | nota_parcial | assignment_id | ass_name | ass_created_at | ass_due_at | ass_unlock_at | ass_lock_at | points_possible | ass_name_sub | sub_uuid | score | submission_type | s_submitted_at | s_graded_at | s_created_at | user_uuid | course_uuid | course_name | legajo | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1-2022 | 3.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 1fefef88-4ce4-46eb-8e87-353edf9c5113 | a8344c00-e727-4d50-b628-21b07b784305 | Programmable multi-state circuit | 397430YMQ | 2 |
| 1 | 0 | 1-2022 | 3.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 2bc2fb30-95f8-42ff-b29e-8babf90640ce | 7bfb456b-0de2-4457-95a8-ddcc06ede020 | Expanded didactic secured line | 286422CWL | 2 |
| 2 | 0 | 1-2022 | 4.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 53e6f60f-188c-430d-b4c9-7452395ff17f | d1ecb02f-5535-41ac-a0ee-9e620c3d84ca | Configurable human-resource challenge | 869414PXB | 2 |
| 3 | 0 | 1-2022 | 5.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 46d5ce2d-79ed-4207-a5bd-87b63ffc1de8 | 0034afe6-e996-4c26-b0b9-24dbb9535465 | Stand-alone upward-trending secured line | 505929FOH | 2 |
| 4 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 3c0cc1c4-10d6-4136-b333-b4a040ff113e | 2dfe5582-1e1d-48d0-ae90-aea2b1ebea14 | Persevering coherent capacity | 255723BSQ | 2 |
| 5 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 6bd85c64-d0bf-44c1-9f0b-b42c0d98294c | 24ce2bde-18e6-4a2a-8297-9d6d8bf084bc | Versatile 5thgeneration access | 942736XSX | 2 |
| 6 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 97f8c0d4-2c75-4bb5-a37e-3e6f4375e430 | c78af3b4-4574-4a82-8c41-45195ce43384 | Object-based leadingedge help-desk | 934519YSE | 2 |
| 7 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | 9f0d8e0e-a48d-4d75-9eae-71fbbff1df19 | a385c97d-ac69-4614-96a6-3974680abd9c | De-engineered disintermediate infrastructure | 099435OXF | 2 |
| 8 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | b51254e4-b9e9-490a-b6d5-968c2acb8a94 | f3632565-3ab8-4b7f-9ced-097ce82eb1c5 | Customer-focused interactive success | 123064ZQJ | 2 |
| 9 | 0 | 1-2022 | 6.0 | NaT | NaN | NaN | NaN | NaN | NaT | NaT | NaT | NaT | NaN | NaN | NaN | NaN | NaN | NaT | NaT | NaT | eb64b14f-02e2-48dd-a543-9c32176c41ff | e06ea75d-ed55-4638-afe4-14dd94e2ceaf | Seamless scalable adapter | 075452VVF | 2 |